Yue Duan (段岳)

PhD Student

Affiliation: Reasoning & Learning Group
- Department of Computer Science and Technology
- National Institute of Healthcare Data Science
- National Key Laboratory for Novel Software Technology
- Nanjing University, Nanjing 210023, China
E-mail: yueduan@smail.nju.edu.cn
Supervisor: Associate Professor Yinghuan Shi

About Me

I am currently a PhD student in Department of Computer Science and Technology at Nanjing University and a member of Reasoning & Learning Group, fortunately supervised by Prof. Yinghuan Shi. My research interest lies in semi-supervised learning and multimodal learning .

Interests

• Semi-supervised Learning
• Multimodal Learning
• MLLM

Education

• Ph.D. student in Computer Science and Technology

  Nanjing University, 2023 -

• M.Sc. in Computer Science and Technology

  Nanjing University, 2021 - 2023 (Transfer to the Ph.D. Program)

• B.Eng. in Computer Science and Technology

  Harbin Institute of Technology, Weihai, 2017 - 2021

Publications

PC2: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval

ACM International Conference on Multimedia (ACM MM), 2024.
Yue Duan, Zhangxuan Gu, Zhenzhe Ying, Lei Qi, Changhua Meng, Yinghuan Shi.

PDF-arXiv Code Dataset 文章解读-知乎 视频解读-bilibili

Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning

AAAI Conference on Artificial Intelligence (AAAI), 2024.
Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi.

PDF-arXiv PDF-Published Code Poster/Slides Video

Towards Semi-supervised Learning with Non-random Missing Labels

IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi.

PDF-arXiv PDF-Published Code Poster 文章解读-知乎

MutexMatch: Semi-supervised Learning with Mutex-Based Consistency Regularization

IEEE Transactions on Neural Networks and Learning Systems, 2022.
Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao.

PDF-arXiv PDF-Published Code

RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning

European Conference on Computer Vision (ECCV), 2022.
Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi.

PDF-arXiv PDF-Published Code Poster/Slides/Video

PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance

AAAI Conference on Artificial Intelligence (AAAI), 2024.
Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao.

PDF-arXiv PDF-Published Code Video

DC-SSL: Addressing Mismatched Class Distribution in Semi-supervised Learning

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
Zhen Zhao, Luping Zhou, Yue Duan, Lei Wang, Lei Qi, Yinghuan Shi.

PDF-Published

Experience

 

 

 

 

 

Research Intern, Ant Group

Tiansuan Lab

Shanghai May 2023 - November 2023

 

 

 

 

 

Research Intern, Nanjing University

National Institute of Healthcare Data Science

Nanjing March 2021 - May 2021

Awards

• 2023 Nanjing University Guorui Scholarship

  南京大学国睿奖学金

• 2022 Nanjing University First-Class Talent Scholarship

  南京大学一等英才奖学金

• 2021 Harbin Institute of Technology Outstanding Graduation Thesis/Graduate

  哈尔滨工业大学优秀毕业论文/毕业生

• 2020 Harbin Institute of Technology First-Class People's Scholarship

  哈尔滨工业大学一等人民奖学金

• 2020 MCM/ICM, Finalist

  美国大学生数学建模竞赛特等奖提名

• 2019 MCM/ICM, Honorable Mention

  美国大学生数学建模竞赛二等奖

• 2019 China Undergraduate Mathematical Contest in Modeling, Provincial Third Prize

  中国大学生数学建模竞赛省级三等奖

• 2019 Harbin Institute of Technology First Class People's Scholarship

  哈尔滨工业大学一等人民奖学金